Dataset statistics
| Number of variables | 32 |
|---|---|
| Number of observations | 12328 |
| Missing cells | 438 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.0 MiB |
| Average record size in memory | 256.0 B |
Variable types
| Numeric | 28 |
|---|---|
| Categorical | 4 |
Player has a high cardinality: 2720 distinct values | High cardinality |
Nick has a high cardinality: 2723 distinct values | High cardinality |
Rk is highly correlated with GP and 15 other fields | High correlation |
GP is highly correlated with Rk and 14 other fields | High correlation |
G is highly correlated with Rk and 13 other fields | High correlation |
A is highly correlated with Rk and 15 other fields | High correlation |
PTS is highly correlated with Rk and 15 other fields | High correlation |
PIM is highly correlated with GP | High correlation |
PS is highly correlated with Rk and 15 other fields | High correlation |
EV is highly correlated with Rk and 12 other fields | High correlation |
PP is highly correlated with Rk and 10 other fields | High correlation |
GW is highly correlated with Rk and 11 other fields | High correlation |
EV.1 is highly correlated with Rk and 14 other fields | High correlation |
PP.1 is highly correlated with Rk and 12 other fields | High correlation |
S is highly correlated with Rk and 13 other fields | High correlation |
S_percent is highly correlated with G and 1 other fields | High correlation |
TOI is highly correlated with Rk and 15 other fields | High correlation |
ATOI is highly correlated with Rk and 10 other fields | High correlation |
BLK is highly correlated with Rk and 3 other fields | High correlation |
HIT is highly correlated with Rk and 3 other fields | High correlation |
FOW is highly correlated with FOL and 1 other fields | High correlation |
FOL is highly correlated with FOW and 1 other fields | High correlation |
FO_percent is highly correlated with FOW and 1 other fields | High correlation |
Season is highly correlated with Rk | High correlation |
HART is highly correlated with A and 3 other fields | High correlation |
Votes is highly correlated with G and 7 other fields | High correlation |
plusminus is highly correlated with GP and 5 other fields | High correlation |
S_percent has 124 (1.0%) missing values | Missing |
FO_percent has 311 (2.5%) missing values | Missing |
HART is highly skewed (γ1 = 29.62745631) | Skewed |
Votes is highly skewed (γ1 = 20.04010988) | Skewed |
G has 2685 (21.8%) zeros | Zeros |
A has 1851 (15.0%) zeros | Zeros |
PTS has 1486 (12.1%) zeros | Zeros |
plusminus has 1191 (9.7%) zeros | Zeros |
PIM has 1257 (10.2%) zeros | Zeros |
PS has 874 (7.1%) zeros | Zeros |
EV has 2878 (23.3%) zeros | Zeros |
PP has 6929 (56.2%) zeros | Zeros |
SH has 10389 (84.3%) zeros | Zeros |
GW has 6376 (51.7%) zeros | Zeros |
EV.1 has 1981 (16.1%) zeros | Zeros |
PP.1 has 6064 (49.2%) zeros | Zeros |
SH.1 has 10042 (81.5%) zeros | Zeros |
S has 397 (3.2%) zeros | Zeros |
S_percent has 2561 (20.8%) zeros | Zeros |
BLK has 3216 (26.1%) zeros | Zeros |
HIT has 2875 (23.3%) zeros | Zeros |
FOW has 6860 (55.6%) zeros | Zeros |
FOL has 6441 (52.2%) zeros | Zeros |
FO_percent has 6550 (53.1%) zeros | Zeros |
HART has 12314 (99.9%) zeros | Zeros |
Votes has 12211 (99.1%) zeros | Zeros |
Reproduction
| Analysis started | 2022-11-15 10:47:44.117486 |
|---|---|
| Analysis finished | 2022-11-15 10:50:24.389208 |
| Duration | 2 minutes and 40.27 seconds |
| Software version | pandas-profiling v3.4.0 |
| Download configuration | config.json |
| Distinct | 2644 |
|---|---|
| Distinct (%) | 21.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 629.9415964 |
| Minimum | 1 |
|---|---|
| Maximum | 2644 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 52 |
| Q1 | 257 |
| median | 514 |
| Q3 | 771 |
| 95-th percentile | 2027.65 |
| Maximum | 2644 |
| Range | 2643 |
| Interquartile range (IQR) | 514 |
Descriptive statistics
| Standard deviation | 553.8710142 |
|---|---|
| Coefficient of variation (CV) | 0.8792418494 |
| Kurtosis | 2.929074408 |
| Mean | 629.9415964 |
| Median Absolute Deviation (MAD) | 257 |
| Skewness | 1.746762923 |
| Sum | 7765920 |
| Variance | 306773.1003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 12 | 0.1% |
| 578 | 12 | 0.1% |
| 554 | 12 | 0.1% |
| 555 | 12 | 0.1% |
| 556 | 12 | 0.1% |
| 557 | 12 | 0.1% |
| 558 | 12 | 0.1% |
| 559 | 12 | 0.1% |
| 560 | 12 | 0.1% |
| 561 | 12 | 0.1% |
| Other values (2634) | 12208 |
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 2 | 12 | |
| 3 | 12 | |
| 4 | 12 | |
| 5 | 12 | |
| 6 | 12 | |
| 7 | 12 | |
| 8 | 12 | |
| 9 | 12 | |
| 10 | 12 |
| Value | Count | Frequency (%) |
| 2644 | 1 | |
| 2643 | 1 | |
| 2642 | 1 | |
| 2641 | 1 | |
| 2640 | 1 | |
| 2639 | 1 | |
| 2638 | 1 | |
| 2637 | 1 | |
| 2636 | 1 | |
| 2635 | 1 |
| Distinct | 2720 |
|---|---|
| Distinct (%) | 22.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 96.4 KiB |
| Mike Fisher | 14 |
|---|---|
| Brooks Orpik | 14 |
| Henrik Zetterberg | 14 |
| Trevor Daley | 14 |
| Ales Hemsky | 14 |
| Other values (2715) |
Length
| Max length | 29 |
|---|---|
| Median length | 22 |
| Mean length | 12.89203439 |
| Min length | 7 |
Characters and Unicode
| Total characters | 158933 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 646 ? |
|---|---|
| Unique (%) | 5.2% |
Sample
| 1st row | Connor McDavid |
|---|---|
| 2nd row | Sidney Crosby |
| 3rd row | Patrick Kane |
| 4th row | Nicklas Backstrom |
| 5th row | Nikita Kucherov |
Common Values
| Value | Count | Frequency (%) |
| Mike Fisher | 14 | 0.1% |
| Brooks Orpik | 14 | 0.1% |
| Henrik Zetterberg | 14 | 0.1% |
| Trevor Daley | 14 | 0.1% |
| Ales Hemsky | 14 | 0.1% |
| Jason Chimera | 14 | 0.1% |
| Eric Staal | 14 | 0.1% |
| Daniel Sedin | 14 | 0.1% |
| Scottie Upshall | 14 | 0.1% |
| Patrick Sharp | 14 | 0.1% |
| Other values (2710) | 12188 |
Length
| Value | Count | Frequency (%) |
| ryan | 302 | 1.2% |
| matt | 293 | 1.2% |
| mike | 267 | 1.1% |
| chris | 230 | 0.9% |
| mark | 175 | 0.7% |
| david | 173 | 0.7% |
| jason | 142 | 0.6% |
| eric | 131 | 0.5% |
| andrew | 127 | 0.5% |
| brian | 123 | 0.5% |
| Other values (2938) | 22788 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 13858 | 8.7% |
| a | 13648 | 8.6% |
| 12423 | 7.8% | |
| n | 11305 | 7.1% |
| r | 11199 | 7.0% |
| i | 10067 | 6.3% |
| o | 9133 | 5.7% |
| l | 7202 | 4.5% |
| t | 6573 | 4.1% |
| s | 5872 | 3.7% |
| Other values (48) | 57653 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 120561 | |
| Uppercase Letter | 25372 | 16.0% |
| Space Separator | 12423 | 7.8% |
| Other Punctuation | 455 | 0.3% |
| Dash Punctuation | 122 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 13858 | |
| a | 13648 | |
| n | 11305 | |
| r | 11199 | |
| i | 10067 | 8.4% |
| o | 9133 | 7.6% |
| l | 7202 | 6.0% |
| t | 6573 | 5.5% |
| s | 5872 | 4.9% |
| k | 3799 | 3.2% |
| Other values (16) | 27905 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 2725 | 10.7% |
| S | 2224 | 8.8% |
| B | 2189 | 8.6% |
| J | 2069 | 8.2% |
| C | 1696 | 6.7% |
| D | 1533 | 6.0% |
| R | 1369 | 5.4% |
| P | 1334 | 5.3% |
| A | 1326 | 5.2% |
| K | 1242 | 4.9% |
| Other values (16) | 7665 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 249 | |
| * | 113 | |
| ' | 85 | 18.7% |
| ? | 8 | 1.8% |
Space Separator
| Value | Count | Frequency (%) |
| 12423 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 122 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 145933 | |
| Common | 13000 | 8.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 13858 | 9.5% |
| a | 13648 | 9.4% |
| n | 11305 | 7.7% |
| r | 11199 | 7.7% |
| i | 10067 | 6.9% |
| o | 9133 | 6.3% |
| l | 7202 | 4.9% |
| t | 6573 | 4.5% |
| s | 5872 | 4.0% |
| k | 3799 | 2.6% |
| Other values (42) | 53277 |
Common
| Value | Count | Frequency (%) |
| 12423 | ||
| . | 249 | 1.9% |
| - | 122 | 0.9% |
| * | 113 | 0.9% |
| ' | 85 | 0.7% |
| ? | 8 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 158933 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 13858 | 8.7% |
| a | 13648 | 8.6% |
| 12423 | 7.8% | |
| n | 11305 | 7.1% |
| r | 11199 | 7.0% |
| i | 10067 | 6.3% |
| o | 9133 | 5.7% |
| l | 7202 | 4.5% |
| t | 6573 | 4.1% |
| s | 5872 | 3.7% |
| Other values (48) | 57653 |
| Distinct | 2723 |
|---|---|
| Distinct (%) | 22.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 96.4 KiB |
| bouwmja01 | 14 |
|---|---|
| staaler01 | 14 |
| kunitch01 | 14 |
| sharppa01 | 14 |
| keslery01 | 14 |
| Other values (2718) |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.922534069 |
| Min length | 7 |
Characters and Unicode
| Total characters | 109997 |
|---|---|
| Distinct characters | 34 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 642 ? |
|---|---|
| Unique (%) | 5.2% |
Sample
| 1st row | mcdavco01 |
|---|---|
| 2nd row | crosbsi01 |
| 3rd row | kanepa01 |
| 4th row | backsni02 |
| 5th row | kucheni01 |
Common Values
| Value | Count | Frequency (%) |
| bouwmja01 | 14 | 0.1% |
| staaler01 | 14 | 0.1% |
| kunitch01 | 14 | 0.1% |
| sharppa01 | 14 | 0.1% |
| keslery01 | 14 | 0.1% |
| hartnsc01 | 14 | 0.1% |
| pominja01 | 14 | 0.1% |
| stajama01 | 14 | 0.1% |
| vrbatra01 | 14 | 0.1% |
| fishemi01 | 14 | 0.1% |
| Other values (2713) | 12188 |
Length
| Value | Count | Frequency (%) |
| bouwmja01 | 14 | 0.1% |
| spezzja01 | 14 | 0.1% |
| giontbr01 | 14 | 0.1% |
| williju01 | 14 | 0.1% |
| vermean01 | 14 | 0.1% |
| marlepa01 | 14 | 0.1% |
| orpikbr01 | 14 | 0.1% |
| hainsro01 | 14 | 0.1% |
| burnsbr01 | 14 | 0.1% |
| cullema01 | 14 | 0.1% |
| Other values (2713) | 12188 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12328 | 11.2% |
| 1 | 11833 | 10.8% |
| a | 10202 | 9.3% |
| e | 7297 | 6.6% |
| r | 6968 | 6.3% |
| o | 6085 | 5.5% |
| i | 5538 | 5.0% |
| l | 4961 | 4.5% |
| s | 4507 | 4.1% |
| n | 4336 | 3.9% |
| Other values (24) | 35942 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 85337 | |
| Decimal Number | 24656 | 22.4% |
| Other Punctuation | 4 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 10202 | 12.0% |
| e | 7297 | 8.6% |
| r | 6968 | 8.2% |
| o | 6085 | 7.1% |
| i | 5538 | 6.5% |
| l | 4961 | 5.8% |
| s | 4507 | 5.3% |
| n | 4336 | 5.1% |
| m | 3986 | 4.7% |
| t | 3938 | 4.6% |
| Other values (16) | 27519 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12328 | |
| 1 | 11833 | |
| 2 | 394 | 1.6% |
| 3 | 66 | 0.3% |
| 5 | 18 | 0.1% |
| 4 | 10 | < 0.1% |
| 6 | 7 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 85337 | |
| Common | 24660 | 22.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 10202 | 12.0% |
| e | 7297 | 8.6% |
| r | 6968 | 8.2% |
| o | 6085 | 7.1% |
| i | 5538 | 6.5% |
| l | 4961 | 5.8% |
| s | 4507 | 5.3% |
| n | 4336 | 5.1% |
| m | 3986 | 4.7% |
| t | 3938 | 4.6% |
| Other values (16) | 27519 |
Common
| Value | Count | Frequency (%) |
| 0 | 12328 | |
| 1 | 11833 | |
| 2 | 394 | 1.6% |
| 3 | 66 | 0.3% |
| 5 | 18 | 0.1% |
| 4 | 10 | < 0.1% |
| 6 | 7 | < 0.1% |
| . | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 109997 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12328 | 11.2% |
| 1 | 11833 | 10.8% |
| a | 10202 | 9.3% |
| e | 7297 | 6.6% |
| r | 6968 | 6.3% |
| o | 6085 | 5.5% |
| i | 5538 | 5.0% |
| l | 4961 | 4.5% |
| s | 4507 | 4.1% |
| n | 4336 | 3.9% |
| Other values (24) | 35942 |
Age
Real number (ℝ≥0)
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.64073653 |
| Minimum | 0 |
|---|---|
| Maximum | 48 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 23 |
| median | 26 |
| Q3 | 30 |
| 95-th percentile | 35 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.582777694 |
|---|---|
| Coefficient of variation (CV) | 0.1720214337 |
| Kurtosis | -0.03213778023 |
| Mean | 26.64073653 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.5902670802 |
| Sum | 328427 |
| Variance | 21.00185139 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 1154 | 9.4% |
| 24 | 1121 | 9.1% |
| 25 | 1066 | 8.6% |
| 26 | 979 | 7.9% |
| 22 | 964 | 7.8% |
| 27 | 919 | 7.5% |
| 28 | 808 | 6.6% |
| 21 | 730 | 5.9% |
| 29 | 705 | 5.7% |
| 30 | 642 | 5.2% |
| Other values (22) | 3240 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 18 | 46 | 0.4% |
| 19 | 182 | 1.5% |
| 20 | 470 | |
| 21 | 730 | |
| 22 | 964 | |
| 23 | 1154 | |
| 24 | 1121 | |
| 25 | 1066 | |
| 26 | 979 |
| Value | Count | Frequency (%) |
| 48 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 45 | 2 | < 0.1% |
| 44 | 2 | < 0.1% |
| 43 | 5 | < 0.1% |
| 42 | 6 | < 0.1% |
| 41 | 11 | 0.1% |
| 40 | 29 | |
| 39 | 52 |
Pos
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 96.4 KiB |
| D | |
|---|---|
| C | |
| LW | |
| RW | |
| C/LW | 3 |
| Other values (4) | 5 |
Length
| Max length | 5 |
|---|---|
| Median length | 1 |
| Mean length | 1.370619727 |
| Min length | 1 |
Characters and Unicode
| Total characters | 16897 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | C |
|---|---|
| 2nd row | C |
| 3rd row | RW |
| 4th row | C |
| 5th row | RW |
Common Values
| Value | Count | Frequency (%) |
| D | 4219 | |
| C | 3556 | |
| LW | 2279 | |
| RW | 2266 | |
| C/LW | 3 | < 0.1% |
| LW/RW | 2 | < 0.1% |
| LW/C | 1 | < 0.1% |
| RW/LW | 1 | < 0.1% |
| W | 1 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| d | 4219 | |
| c | 3556 | |
| lw | 2279 | |
| rw | 2266 | |
| c/lw | 3 | < 0.1% |
| lw/rw | 2 | < 0.1% |
| lw/c | 1 | < 0.1% |
| rw/lw | 1 | < 0.1% |
| w | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| W | 4556 | |
| D | 4219 | |
| C | 3560 | |
| L | 2286 | |
| R | 2269 | |
| / | 7 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 16890 | |
| Other Punctuation | 7 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 4556 | |
| D | 4219 | |
| C | 3560 | |
| L | 2286 | |
| R | 2269 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16890 | |
| Common | 7 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| W | 4556 | |
| D | 4219 | |
| C | 3560 | |
| L | 2286 | |
| R | 2269 |
Common
| Value | Count | Frequency (%) |
| / | 7 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16897 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| W | 4556 | |
| D | 4219 | |
| C | 3560 | |
| L | 2286 | |
| R | 2269 | |
| / | 7 | < 0.1% |
Tm
Categorical
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 96.4 KiB |
| TOT | |
|---|---|
| NYI | 405 |
| VAN | 402 |
| CBJ | 398 |
| EDM | 396 |
| Other values (30) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 36984 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | EDM |
|---|---|
| 2nd row | PIT |
| 3rd row | CHI |
| 4th row | WSH |
| 5th row | TBL |
Common Values
| Value | Count | Frequency (%) |
| TOT | 1030 | 8.4% |
| NYI | 405 | 3.3% |
| VAN | 402 | 3.3% |
| CBJ | 398 | 3.2% |
| EDM | 396 | 3.2% |
| NJD | 395 | 3.2% |
| WSH | 391 | 3.2% |
| BUF | 387 | 3.1% |
| TOR | 383 | 3.1% |
| MIN | 383 | 3.1% |
| Other values (25) | 7758 |
Length
| Value | Count | Frequency (%) |
| tot | 1030 | 8.4% |
| nyi | 405 | 3.3% |
| van | 402 | 3.3% |
| cbj | 398 | 3.2% |
| edm | 396 | 3.2% |
| njd | 395 | 3.2% |
| wsh | 391 | 3.2% |
| buf | 387 | 3.1% |
| pit | 383 | 3.1% |
| tor | 383 | 3.1% |
| Other values (25) | 7758 |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 5238 | |
| A | 2795 | 7.6% |
| L | 2751 | 7.4% |
| N | 2612 | 7.1% |
| O | 2544 | 6.9% |
| S | 2198 | 5.9% |
| I | 2034 | 5.5% |
| C | 1891 | 5.1% |
| H | 1767 | 4.8% |
| D | 1575 | 4.3% |
| Other values (14) | 11579 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 36984 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 5238 | |
| A | 2795 | 7.6% |
| L | 2751 | 7.4% |
| N | 2612 | 7.1% |
| O | 2544 | 6.9% |
| S | 2198 | 5.9% |
| I | 2034 | 5.5% |
| C | 1891 | 5.1% |
| H | 1767 | 4.8% |
| D | 1575 | 4.3% |
| Other values (14) | 11579 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 36984 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 5238 | |
| A | 2795 | 7.6% |
| L | 2751 | 7.4% |
| N | 2612 | 7.1% |
| O | 2544 | 6.9% |
| S | 2198 | 5.9% |
| I | 2034 | 5.5% |
| C | 1891 | 5.1% |
| H | 1767 | 4.8% |
| D | 1575 | 4.3% |
| Other values (14) | 11579 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36984 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 5238 | |
| A | 2795 | 7.6% |
| L | 2751 | 7.4% |
| N | 2612 | 7.1% |
| O | 2544 | 6.9% |
| S | 2198 | 5.9% |
| I | 2034 | 5.5% |
| C | 1891 | 5.1% |
| H | 1767 | 4.8% |
| D | 1575 | 4.3% |
| Other values (14) | 11579 |
| Distinct | 84 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.90274173 |
| Minimum | 1 |
|---|---|
| Maximum | 84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 21 |
| median | 57 |
| Q3 | 76 |
| 95-th percentile | 82 |
| Maximum | 84 |
| Range | 83 |
| Interquartile range (IQR) | 55 |
Descriptive statistics
| Standard deviation | 28.66608331 |
|---|---|
| Coefficient of variation (CV) | 0.5861856064 |
| Kurtosis | -1.339201444 |
| Mean | 48.90274173 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | -0.411605162 |
| Sum | 602873 |
| Variance | 821.7443325 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 82 | 1141 | 9.3% |
| 81 | 513 | 4.2% |
| 1 | 427 | 3.5% |
| 80 | 406 | 3.3% |
| 2 | 343 | 2.8% |
| 79 | 328 | 2.7% |
| 78 | 280 | 2.3% |
| 76 | 268 | 2.2% |
| 77 | 264 | 2.1% |
| 3 | 264 | 2.1% |
| Other values (74) | 8094 |
| Value | Count | Frequency (%) |
| 1 | 427 | |
| 2 | 343 | |
| 3 | 264 | |
| 4 | 207 | |
| 5 | 187 | |
| 6 | 175 | |
| 7 | 177 | |
| 8 | 121 | 1.0% |
| 9 | 156 | 1.3% |
| 10 | 122 | 1.0% |
| Value | Count | Frequency (%) |
| 84 | 6 | < 0.1% |
| 83 | 12 | 0.1% |
| 82 | 1141 | |
| 81 | 513 | |
| 80 | 406 | 3.3% |
| 79 | 328 | 2.7% |
| 78 | 280 | 2.3% |
| 77 | 264 | 2.1% |
| 76 | 268 | 2.2% |
| 75 | 218 | 1.8% |
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.484263465 |
| Minimum | 0 |
|---|---|
| Maximum | 65 |
| Zeros | 2685 |
| Zeros (%) | 21.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 4 |
| Q3 | 11 |
| 95-th percentile | 26 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.846935549 |
|---|---|
| Coefficient of variation (CV) | 1.182071635 |
| Kurtosis | 2.588049149 |
| Mean | 7.484263465 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.594192797 |
| Sum | 92266 |
| Variance | 78.26826861 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2685 | |
| 1 | 1369 | 11.1% |
| 2 | 975 | 7.9% |
| 3 | 750 | 6.1% |
| 4 | 672 | 5.5% |
| 5 | 542 | 4.4% |
| 6 | 510 | 4.1% |
| 7 | 419 | 3.4% |
| 8 | 406 | 3.3% |
| 9 | 327 | 2.7% |
| Other values (48) | 3673 |
| Value | Count | Frequency (%) |
| 0 | 2685 | |
| 1 | 1369 | |
| 2 | 975 | 7.9% |
| 3 | 750 | 6.1% |
| 4 | 672 | 5.5% |
| 5 | 542 | 4.4% |
| 6 | 510 | 4.1% |
| 7 | 419 | 3.4% |
| 8 | 406 | 3.3% |
| 9 | 327 | 2.7% |
| Value | Count | Frequency (%) |
| 65 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 56 | 2 | < 0.1% |
| 54 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| 52 | 4 | |
| 51 | 3 | |
| 50 | 7 | |
| 49 | 1 | < 0.1% |
| 48 | 2 | < 0.1% |
| Distinct | 78 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.78771901 |
| Minimum | 0 |
|---|---|
| Maximum | 96 |
| Zeros | 1851 |
| Zeros (%) | 15.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 9 |
| Q3 | 20 |
| 95-th percentile | 39 |
| Maximum | 96 |
| Range | 96 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 13.12949606 |
|---|---|
| Coefficient of variation (CV) | 1.026726975 |
| Kurtosis | 1.651672529 |
| Mean | 12.78771901 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.310781942 |
| Sum | 157647 |
| Variance | 172.3836668 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1851 | 15.0% |
| 1 | 902 | 7.3% |
| 2 | 664 | 5.4% |
| 3 | 499 | 4.0% |
| 5 | 474 | 3.8% |
| 6 | 468 | 3.8% |
| 4 | 445 | 3.6% |
| 7 | 381 | 3.1% |
| 8 | 373 | 3.0% |
| 10 | 347 | 2.8% |
| Other values (68) | 5924 |
| Value | Count | Frequency (%) |
| 0 | 1851 | |
| 1 | 902 | |
| 2 | 664 | 5.4% |
| 3 | 499 | 4.0% |
| 4 | 445 | 3.6% |
| 5 | 474 | 3.8% |
| 6 | 468 | 3.8% |
| 7 | 381 | 3.1% |
| 8 | 373 | 3.0% |
| 9 | 344 | 2.8% |
| Value | Count | Frequency (%) |
| 96 | 1 | < 0.1% |
| 92 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 83 | 1 | < 0.1% |
| 78 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
| 74 | 1 | < 0.1% |
| 71 | 2 | |
| 70 | 2 | |
| 69 | 3 |
| Distinct | 116 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.27198248 |
| Minimum | 0 |
|---|---|
| Maximum | 125 |
| Zeros | 1486 |
| Zeros (%) | 12.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 14 |
| Q3 | 32 |
| 95-th percentile | 62 |
| Maximum | 125 |
| Range | 125 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 20.77847527 |
|---|---|
| Coefficient of variation (CV) | 1.024984867 |
| Kurtosis | 1.178863447 |
| Mean | 20.27198248 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.24284314 |
| Sum | 249913 |
| Variance | 431.7450347 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1486 | 12.1% |
| 1 | 775 | 6.3% |
| 2 | 542 | 4.4% |
| 3 | 414 | 3.4% |
| 4 | 384 | 3.1% |
| 7 | 318 | 2.6% |
| 6 | 310 | 2.5% |
| 5 | 309 | 2.5% |
| 8 | 293 | 2.4% |
| 9 | 278 | 2.3% |
| Other values (106) | 7219 |
| Value | Count | Frequency (%) |
| 0 | 1486 | |
| 1 | 775 | |
| 2 | 542 | 4.4% |
| 3 | 414 | 3.4% |
| 4 | 384 | 3.1% |
| 5 | 309 | 2.5% |
| 6 | 310 | 2.5% |
| 7 | 318 | 2.6% |
| 8 | 293 | 2.4% |
| 9 | 278 | 2.3% |
| Value | Count | Frequency (%) |
| 125 | 1 | < 0.1% |
| 123 | 1 | < 0.1% |
| 120 | 1 | < 0.1% |
| 114 | 1 | < 0.1% |
| 113 | 1 | < 0.1% |
| 112 | 2 | |
| 110 | 1 | < 0.1% |
| 109 | 3 | |
| 108 | 2 | |
| 106 | 3 |
| Distinct | 88 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.3518007787 |
| Minimum | -46 |
|---|---|
| Maximum | 50 |
| Zeros | 1191 |
| Zeros (%) | 9.7% |
| Negative | 6302 |
| Negative (%) | 51.1% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | -46 |
|---|---|
| 5-th percentile | -15 |
| Q1 | -5 |
| median | -1 |
| Q3 | 4 |
| 95-th percentile | 17 |
| Maximum | 50 |
| Range | 96 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 9.414649018 |
|---|---|
| Coefficient of variation (CV) | -26.76130807 |
| Kurtosis | 2.114386797 |
| Mean | -0.3518007787 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.3954569445 |
| Sum | -4337 |
| Variance | 88.63561613 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1191 | 9.7% |
| -1 | 1001 | 8.1% |
| -2 | 792 | 6.4% |
| 1 | 779 | 6.3% |
| -3 | 632 | 5.1% |
| -4 | 542 | 4.4% |
| 2 | 527 | 4.3% |
| -5 | 458 | 3.7% |
| 3 | 440 | 3.6% |
| -6 | 381 | 3.1% |
| Other values (78) | 5585 |
| Value | Count | Frequency (%) |
| -46 | 1 | < 0.1% |
| -42 | 1 | < 0.1% |
| -39 | 1 | < 0.1% |
| -38 | 1 | < 0.1% |
| -37 | 1 | < 0.1% |
| -36 | 2 | < 0.1% |
| -35 | 5 | |
| -34 | 7 | |
| -33 | 4 | |
| -32 | 4 |
| Value | Count | Frequency (%) |
| 50 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 40 | 3 | |
| 39 | 2 | |
| 38 | 3 | |
| 37 | 4 |
| Distinct | 216 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.97112265 |
| Minimum | 0 |
|---|---|
| Maximum | 324 |
| Zeros | 1257 |
| Zeros (%) | 10.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 24 |
| Q3 | 45 |
| 95-th percentile | 93 |
| Maximum | 324 |
| Range | 324 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 32.31464886 |
|---|---|
| Coefficient of variation (CV) | 1.010744891 |
| Kurtosis | 6.212497044 |
| Mean | 31.97112265 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 1.963756878 |
| Sum | 394140 |
| Variance | 1044.236531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1257 | 10.2% |
| 2 | 692 | 5.6% |
| 4 | 506 | 4.1% |
| 6 | 361 | 2.9% |
| 8 | 344 | 2.8% |
| 14 | 337 | 2.7% |
| 16 | 326 | 2.6% |
| 18 | 324 | 2.6% |
| 12 | 323 | 2.6% |
| 20 | 320 | 2.6% |
| Other values (206) | 7538 |
| Value | Count | Frequency (%) |
| 0 | 1257 | |
| 2 | 692 | |
| 4 | 506 | |
| 5 | 63 | 0.5% |
| 6 | 361 | 2.9% |
| 7 | 68 | 0.6% |
| 8 | 344 | 2.8% |
| 9 | 51 | 0.4% |
| 10 | 303 | 2.5% |
| 11 | 46 | 0.4% |
| Value | Count | Frequency (%) |
| 324 | 1 | |
| 307 | 1 | |
| 265 | 1 | |
| 261 | 1 | |
| 257 | 1 | |
| 254 | 1 | |
| 250 | 1 | |
| 247 | 1 | |
| 239 | 1 | |
| 238 | 1 |
| Distinct | 163 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.48006976 |
| Minimum | -1.9 |
|---|---|
| Maximum | 17.2 |
| Zeros | 874 |
| Zeros (%) | 7.1% |
| Negative | 1710 |
| Negative (%) | 13.9% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | -1.9 |
|---|---|
| 5-th percentile | -0.2 |
| Q1 | 0.2 |
| median | 1.6 |
| Q3 | 4.1 |
| 95-th percentile | 8.1 |
| Maximum | 17.2 |
| Range | 19.1 |
| Interquartile range (IQR) | 3.9 |
Descriptive statistics
| Standard deviation | 2.813307752 |
|---|---|
| Coefficient of variation (CV) | 1.134366378 |
| Kurtosis | 0.9955186664 |
| Mean | 2.48006976 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 1.193035551 |
| Sum | 30574.3 |
| Variance | 7.914700506 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 874 | 7.1% |
| -0.1 | 763 | 6.2% |
| 0.1 | 482 | 3.9% |
| 0.2 | 455 | 3.7% |
| -0.2 | 367 | 3.0% |
| 0.3 | 318 | 2.6% |
| 0.4 | 278 | 2.3% |
| 0.6 | 261 | 2.1% |
| 0.7 | 226 | 1.8% |
| 0.8 | 213 | 1.7% |
| Other values (153) | 8091 |
| Value | Count | Frequency (%) |
| -1.9 | 1 | < 0.1% |
| -1.6 | 1 | < 0.1% |
| -1.4 | 2 | < 0.1% |
| -1.2 | 8 | 0.1% |
| -1.1 | 8 | 0.1% |
| -1 | 9 | 0.1% |
| -0.9 | 18 | 0.1% |
| -0.8 | 24 | |
| -0.7 | 40 | |
| -0.6 | 58 |
| Value | Count | Frequency (%) |
| 17.2 | 1 | |
| 15.7 | 1 | |
| 15.6 | 1 | |
| 15.5 | 1 | |
| 15.3 | 1 | |
| 15 | 1 | |
| 14.7 | 1 | |
| 14.6 | 1 | |
| 14.5 | 1 | |
| 14.4 | 1 |
| Distinct | 41 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.387167424 |
| Minimum | 0 |
|---|---|
| Maximum | 48 |
| Zeros | 2878 |
| Zeros (%) | 23.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 8 |
| 95-th percentile | 18 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 6.127264002 |
|---|---|
| Coefficient of variation (CV) | 1.137381395 |
| Kurtosis | 2.111036936 |
| Mean | 5.387167424 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.476669255 |
| Sum | 66413 |
| Variance | 37.54336415 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2878 | |
| 1 | 1577 | |
| 2 | 1121 | 9.1% |
| 3 | 879 | 7.1% |
| 4 | 795 | 6.4% |
| 5 | 620 | 5.0% |
| 6 | 539 | 4.4% |
| 7 | 479 | 3.9% |
| 8 | 422 | 3.4% |
| 9 | 411 | 3.3% |
| Other values (31) | 2607 |
| Value | Count | Frequency (%) |
| 0 | 2878 | |
| 1 | 1577 | |
| 2 | 1121 | 9.1% |
| 3 | 879 | 7.1% |
| 4 | 795 | 6.4% |
| 5 | 620 | 5.0% |
| 6 | 539 | 4.4% |
| 7 | 479 | 3.9% |
| 8 | 422 | 3.4% |
| 9 | 411 | 3.3% |
| Value | Count | Frequency (%) |
| 48 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 37 | 1 | < 0.1% |
| 36 | 2 | < 0.1% |
| 35 | 3 | |
| 34 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 32 | 5 | |
| 31 | 7 |
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.859182349 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 6929 |
| Zeros (%) | 56.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 9 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.182269425 |
|---|---|
| Coefficient of variation (CV) | 1.711649977 |
| Kurtosis | 6.512352693 |
| Mean | 1.859182349 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.341644717 |
| Sum | 22920 |
| Variance | 10.12683869 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6929 | |
| 1 | 1437 | 11.7% |
| 2 | 862 | 7.0% |
| 3 | 646 | 5.2% |
| 4 | 502 | 4.1% |
| 5 | 439 | 3.6% |
| 6 | 348 | 2.8% |
| 7 | 265 | 2.1% |
| 8 | 232 | 1.9% |
| 9 | 154 | 1.2% |
| Other values (17) | 514 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 6929 | |
| 1 | 1437 | 11.7% |
| 2 | 862 | 7.0% |
| 3 | 646 | 5.2% |
| 4 | 502 | 4.1% |
| 5 | 439 | 3.6% |
| 6 | 348 | 2.8% |
| 7 | 265 | 2.1% |
| 8 | 232 | 1.9% |
| 9 | 154 | 1.2% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 25 | 2 | < 0.1% |
| 24 | 5 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 3 | < 0.1% |
| 19 | 10 | |
| 18 | 10 | |
| 17 | 18 |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2379136924 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 10389 |
| Zeros (%) | 84.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6630386684 |
|---|---|
| Coefficient of variation (CV) | 2.786887386 |
| Kurtosis | 20.71849619 |
| Mean | 0.2379136924 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.932320034 |
| Sum | 2933 |
| Variance | 0.4396202758 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10389 | |
| 1 | 1317 | 10.7% |
| 2 | 394 | 3.2% |
| 3 | 137 | 1.1% |
| 4 | 57 | 0.5% |
| 5 | 24 | 0.2% |
| 7 | 7 | 0.1% |
| 6 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 10389 | |
| 1 | 1317 | 10.7% |
| 2 | 394 | 3.2% |
| 3 | 137 | 1.1% |
| 4 | 57 | 0.5% |
| 5 | 24 | 0.2% |
| 6 | 2 | < 0.1% |
| 7 | 7 | 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 7 | 7 | 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 24 | 0.2% |
| 4 | 57 | 0.5% |
| 3 | 137 | 1.1% |
| 2 | 394 | 3.2% |
| 1 | 1317 | 10.7% |
| 0 | 10389 |
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.19151525 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 6376 |
| Zeros (%) | 51.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.760108713 |
|---|---|
| Coefficient of variation (CV) | 1.477202002 |
| Kurtosis | 4.35950104 |
| Mean | 1.19151525 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.962086301 |
| Sum | 14689 |
| Variance | 3.09798268 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6376 | |
| 1 | 2426 | 19.7% |
| 2 | 1352 | 11.0% |
| 3 | 838 | 6.8% |
| 4 | 551 | 4.5% |
| 5 | 345 | 2.8% |
| 6 | 204 | 1.7% |
| 7 | 106 | 0.9% |
| 8 | 69 | 0.6% |
| 9 | 31 | 0.3% |
| Other values (3) | 30 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 6376 | |
| 1 | 2426 | 19.7% |
| 2 | 1352 | 11.0% |
| 3 | 838 | 6.8% |
| 4 | 551 | 4.5% |
| 5 | 345 | 2.8% |
| 6 | 204 | 1.7% |
| 7 | 106 | 0.9% |
| 8 | 69 | 0.6% |
| 9 | 31 | 0.3% |
| Value | Count | Frequency (%) |
| 12 | 5 | < 0.1% |
| 11 | 9 | 0.1% |
| 10 | 16 | 0.1% |
| 9 | 31 | 0.3% |
| 8 | 69 | 0.6% |
| 7 | 106 | 0.9% |
| 6 | 204 | 1.7% |
| 5 | 345 | |
| 4 | 551 | |
| 3 | 838 |
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.003974692 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 1981 |
| Zeros (%) | 16.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 7 |
| Q3 | 14 |
| 95-th percentile | 25 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.382558298 |
|---|---|
| Coefficient of variation (CV) | 0.9309842137 |
| Kurtosis | 0.9517735045 |
| Mean | 9.003974692 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.049586831 |
| Sum | 111001 |
| Variance | 70.26728362 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1981 | 16.1% |
| 1 | 946 | 7.7% |
| 2 | 717 | 5.8% |
| 4 | 571 | 4.6% |
| 5 | 563 | 4.6% |
| 3 | 537 | 4.4% |
| 6 | 517 | 4.2% |
| 7 | 503 | 4.1% |
| 8 | 500 | 4.1% |
| 9 | 471 | 3.8% |
| Other values (42) | 5022 |
| Value | Count | Frequency (%) |
| 0 | 1981 | |
| 1 | 946 | |
| 2 | 717 | 5.8% |
| 3 | 537 | 4.4% |
| 4 | 571 | 4.6% |
| 5 | 563 | 4.6% |
| 6 | 517 | 4.2% |
| 7 | 503 | 4.1% |
| 8 | 500 | 4.1% |
| 9 | 471 | 3.8% |
| Value | Count | Frequency (%) |
| 60 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 48 | 3 | |
| 47 | 1 | < 0.1% |
| 45 | 2 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 5 | |
| 42 | 5 |
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.531067489 |
| Minimum | 0 |
|---|---|
| Maximum | 48 |
| Zeros | 6064 |
| Zeros (%) | 49.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 16 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 5.718002673 |
|---|---|
| Coefficient of variation (CV) | 1.619341089 |
| Kurtosis | 5.469852901 |
| Mean | 3.531067489 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.185048729 |
| Sum | 43531 |
| Variance | 32.69555457 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6064 | |
| 1 | 1259 | 10.2% |
| 2 | 695 | 5.6% |
| 3 | 528 | 4.3% |
| 4 | 470 | 3.8% |
| 5 | 390 | 3.2% |
| 6 | 361 | 2.9% |
| 7 | 309 | 2.5% |
| 8 | 278 | 2.3% |
| 9 | 253 | 2.1% |
| Other values (35) | 1721 | 14.0% |
| Value | Count | Frequency (%) |
| 0 | 6064 | |
| 1 | 1259 | 10.2% |
| 2 | 695 | 5.6% |
| 3 | 528 | 4.3% |
| 4 | 470 | 3.8% |
| 5 | 390 | 3.2% |
| 6 | 361 | 2.9% |
| 7 | 309 | 2.5% |
| 8 | 278 | 2.3% |
| 9 | 253 | 2.1% |
| Value | Count | Frequency (%) |
| 48 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 39 | 2 | |
| 38 | 3 | |
| 37 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2526768332 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 10042 |
| Zeros (%) | 81.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6106004758 |
|---|---|
| Coefficient of variation (CV) | 2.416527341 |
| Kurtosis | 14.20072144 |
| Mean | 0.2526768332 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.176365451 |
| Sum | 3115 |
| Variance | 0.3728329411 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10042 | |
| 1 | 1673 | 13.6% |
| 2 | 453 | 3.7% |
| 3 | 123 | 1.0% |
| 4 | 28 | 0.2% |
| 6 | 5 | < 0.1% |
| 5 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 10042 | |
| 1 | 1673 | 13.6% |
| 2 | 453 | 3.7% |
| 3 | 123 | 1.0% |
| 4 | 28 | 0.2% |
| 5 | 2 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 5 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 28 | 0.2% |
| 3 | 123 | 1.0% |
| 2 | 453 | 3.7% |
| 1 | 1673 | 13.6% |
| 0 | 10042 |
| Distinct | 345 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.27514601 |
| Minimum | 0 |
|---|---|
| Maximum | 528 |
| Zeros | 397 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 19 |
| median | 67 |
| Q3 | 126 |
| 95-th percentile | 218 |
| Maximum | 528 |
| Range | 528 |
| Interquartile range (IQR) | 107 |
Descriptive statistics
| Standard deviation | 71.19125018 |
|---|---|
| Coefficient of variation (CV) | 0.8759289116 |
| Kurtosis | 0.5005836051 |
| Mean | 81.27514601 |
| Median Absolute Deviation (MAD) | 52 |
| Skewness | 0.9290648943 |
| Sum | 1001960 |
| Variance | 5068.194103 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 397 | 3.2% |
| 1 | 356 | 2.9% |
| 2 | 280 | 2.3% |
| 3 | 267 | 2.2% |
| 4 | 204 | 1.7% |
| 6 | 189 | 1.5% |
| 5 | 155 | 1.3% |
| 7 | 133 | 1.1% |
| 8 | 126 | 1.0% |
| 10 | 123 | 1.0% |
| Other values (335) | 10098 |
| Value | Count | Frequency (%) |
| 0 | 397 | |
| 1 | 356 | |
| 2 | 280 | |
| 3 | 267 | |
| 4 | 204 | |
| 5 | 155 | 1.3% |
| 6 | 189 | |
| 7 | 133 | 1.1% |
| 8 | 126 | 1.0% |
| 9 | 117 | 0.9% |
| Value | Count | Frequency (%) |
| 528 | 1 | |
| 446 | 1 | |
| 425 | 1 | |
| 398 | 1 | |
| 395 | 1 | |
| 392 | 1 | |
| 386 | 1 | |
| 372 | 1 | |
| 368 | 2 | |
| 367 | 1 |
| Distinct | 243 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 124 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.527368076 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 2561 |
| Zeros (%) | 20.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.575 |
| median | 7 |
| Q3 | 11.1 |
| 95-th percentile | 16.7 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 8.525 |
Descriptive statistics
| Standard deviation | 7.557612092 |
|---|---|
| Coefficient of variation (CV) | 1.004017874 |
| Kurtosis | 52.50101745 |
| Mean | 7.527368076 |
| Median Absolute Deviation (MAD) | 4.2 |
| Skewness | 4.929914511 |
| Sum | 91864 |
| Variance | 57.11750054 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2561 | 20.8% |
| 8.3 | 149 | 1.2% |
| 10 | 139 | 1.1% |
| 7.1 | 137 | 1.1% |
| 11.1 | 135 | 1.1% |
| 6.3 | 132 | 1.1% |
| 7.7 | 126 | 1.0% |
| 12.5 | 126 | 1.0% |
| 9.1 | 119 | 1.0% |
| 5.6 | 115 | 0.9% |
| Other values (233) | 8465 | |
| (Missing) | 124 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 2561 | |
| 0.8 | 1 | < 0.1% |
| 0.9 | 4 | < 0.1% |
| 1 | 11 | 0.1% |
| 1.1 | 18 | 0.1% |
| 1.2 | 14 | 0.1% |
| 1.3 | 13 | 0.1% |
| 1.4 | 25 | 0.2% |
| 1.5 | 28 | 0.2% |
| 1.6 | 23 | 0.2% |
| Value | Count | Frequency (%) |
| 100 | 28 | |
| 66.7 | 1 | < 0.1% |
| 50 | 28 | |
| 46.2 | 1 | < 0.1% |
| 40 | 4 | < 0.1% |
| 33.3 | 47 | |
| 31.3 | 1 | < 0.1% |
| 30 | 3 | < 0.1% |
| 29.4 | 1 | < 0.1% |
| 28.6 | 5 | < 0.1% |
| Distinct | 2044 |
|---|---|
| Distinct (%) | 16.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 804.8196788 |
| Minimum | 1 |
|---|---|
| Maximum | 2412 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 235 |
| median | 812 |
| Q3 | 1283 |
| 95-th percentile | 1727.65 |
| Maximum | 2412 |
| Range | 2411 |
| Interquartile range (IQR) | 1048 |
Descriptive statistics
| Standard deviation | 576.8075039 |
|---|---|
| Coefficient of variation (CV) | 0.7166916008 |
| Kurtosis | -1.126884207 |
| Mean | 804.8196788 |
| Median Absolute Deviation (MAD) | 518 |
| Skewness | 0.1727707787 |
| Sum | 9921817 |
| Variance | 332706.8966 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 49 | 0.4% |
| 7 | 48 | 0.4% |
| 12 | 46 | 0.4% |
| 14 | 44 | 0.4% |
| 11 | 44 | 0.4% |
| 9 | 42 | 0.3% |
| 8 | 41 | 0.3% |
| 19 | 40 | 0.3% |
| 15 | 40 | 0.3% |
| 18 | 39 | 0.3% |
| Other values (2034) | 11895 |
| Value | Count | Frequency (%) |
| 1 | 4 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 12 | 0.1% |
| 4 | 15 | 0.1% |
| 5 | 38 | |
| 6 | 33 | |
| 7 | 48 | |
| 8 | 41 | |
| 9 | 42 | |
| 10 | 34 |
| Value | Count | Frequency (%) |
| 2412 | 1 | |
| 2378 | 1 | |
| 2375 | 1 | |
| 2345 | 1 | |
| 2310 | 1 | |
| 2297 | 1 | |
| 2252 | 1 | |
| 2249 | 1 | |
| 2240 | 1 | |
| 2239 | 1 |
| Distinct | 1389 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.25178996 |
| Minimum | 0 |
|---|---|
| Maximum | 26.8 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.489166666 |
| Q1 | 10.96666667 |
| median | 14.61666667 |
| Q3 | 18 |
| 95-th percentile | 21.7775 |
| Maximum | 26.8 |
| Range | 26.8 |
| Interquartile range (IQR) | 7.03333333 |
Descriptive statistics
| Standard deviation | 4.980006486 |
|---|---|
| Coefficient of variation (CV) | 0.3494302469 |
| Kurtosis | -0.1576869882 |
| Mean | 14.25178996 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | -0.4179602415 |
| Sum | 175696.0667 |
| Variance | 24.8004646 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 30 | 0.2% |
| 16 | 30 | 0.2% |
| 14.8 | 30 | 0.2% |
| 13.3 | 29 | 0.2% |
| 13.9 | 28 | 0.2% |
| 16.7 | 28 | 0.2% |
| 12.8 | 27 | 0.2% |
| 13.8 | 27 | 0.2% |
| 16.28333333 | 27 | 0.2% |
| 18.06666667 | 27 | 0.2% |
| Other values (1379) | 12045 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.016666667 | 1 | < 0.1% |
| 0.033333333 | 4 | |
| 0.05 | 4 | |
| 0.066666667 | 3 | |
| 0.1 | 4 | |
| 0.116666667 | 4 | |
| 0.133333333 | 1 | < 0.1% |
| 0.15 | 2 | |
| 0.166666667 | 3 |
| Value | Count | Frequency (%) |
| 26.8 | 2 | |
| 26.7 | 1 | |
| 26.5 | 1 | |
| 25.9 | 1 | |
| 25.7 | 1 | |
| 25.4 | 2 | |
| 25.3 | 2 | |
| 24.9 | 1 | |
| 24.8 | 2 | |
| 24.6 | 2 |
| Distinct | 219 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.4438225 |
| Minimum | 0 |
|---|---|
| Maximum | 283 |
| Zeros | 3216 |
| Zeros (%) | 26.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 15 |
| Q3 | 41 |
| 95-th percentile | 119 |
| Maximum | 283 |
| Range | 283 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 38.98700971 |
|---|---|
| Coefficient of variation (CV) | 1.324115091 |
| Kurtosis | 3.513642162 |
| Mean | 29.4438225 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 1.864631106 |
| Sum | 362954 |
| Variance | 1519.986926 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3216 | |
| 1 | 431 | 3.5% |
| 2 | 353 | 2.9% |
| 3 | 262 | 2.1% |
| 4 | 218 | 1.8% |
| 5 | 203 | 1.6% |
| 6 | 166 | 1.3% |
| 13 | 161 | 1.3% |
| 17 | 161 | 1.3% |
| 7 | 160 | 1.3% |
| Other values (209) | 6996 |
| Value | Count | Frequency (%) |
| 0 | 3216 | |
| 1 | 431 | 3.5% |
| 2 | 353 | 2.9% |
| 3 | 262 | 2.1% |
| 4 | 218 | 1.8% |
| 5 | 203 | 1.6% |
| 6 | 166 | 1.3% |
| 7 | 160 | 1.3% |
| 8 | 151 | 1.2% |
| 9 | 156 | 1.3% |
| Value | Count | Frequency (%) |
| 283 | 1 | |
| 268 | 1 | |
| 256 | 1 | |
| 250 | 1 | |
| 242 | 1 | |
| 238 | 1 | |
| 237 | 1 | |
| 236 | 1 | |
| 227 | 1 | |
| 223 | 1 |
| Distinct | 297 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.27052239 |
| Minimum | 0 |
|---|---|
| Maximum | 382 |
| Zeros | 2875 |
| Zeros (%) | 23.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 30 |
| Q3 | 75 |
| 95-th percentile | 156 |
| Maximum | 382 |
| Range | 382 |
| Interquartile range (IQR) | 74 |
Descriptive statistics
| Standard deviation | 54.32706299 |
|---|---|
| Coefficient of variation (CV) | 1.149279937 |
| Kurtosis | 2.556373903 |
| Mean | 47.27052239 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 1.506779626 |
| Sum | 582751 |
| Variance | 2951.429773 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2875 | 23.3% |
| 1 | 268 | 2.2% |
| 3 | 217 | 1.8% |
| 2 | 212 | 1.7% |
| 4 | 177 | 1.4% |
| 6 | 147 | 1.2% |
| 5 | 144 | 1.2% |
| 7 | 138 | 1.1% |
| 10 | 104 | 0.8% |
| 8 | 101 | 0.8% |
| Other values (287) | 7945 |
| Value | Count | Frequency (%) |
| 0 | 2875 | |
| 1 | 268 | 2.2% |
| 2 | 212 | 1.7% |
| 3 | 217 | 1.8% |
| 4 | 177 | 1.4% |
| 5 | 144 | 1.2% |
| 6 | 147 | 1.2% |
| 7 | 138 | 1.1% |
| 8 | 101 | 0.8% |
| 9 | 96 | 0.8% |
| Value | Count | Frequency (%) |
| 382 | 1 | |
| 374 | 1 | |
| 365 | 1 | |
| 364 | 1 | |
| 359 | 1 | |
| 356 | 1 | |
| 343 | 1 | |
| 336 | 1 | |
| 318 | 1 | |
| 311 | 1 |
| Distinct | 765 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.3075363 |
| Minimum | 0 |
|---|---|
| Maximum | 1273 |
| Zeros | 6860 |
| Zeros (%) | 55.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 14 |
| 95-th percentile | 474.7 |
| Maximum | 1273 |
| Range | 1273 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 160.3125024 |
|---|---|
| Coefficient of variation (CV) | 2.572923147 |
| Kurtosis | 9.866464874 |
| Mean | 62.3075363 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.133292465 |
| Sum | 768065 |
| Variance | 25700.09842 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6860 | |
| 1 | 610 | 4.9% |
| 2 | 364 | 3.0% |
| 3 | 256 | 2.1% |
| 4 | 195 | 1.6% |
| 5 | 171 | 1.4% |
| 7 | 151 | 1.2% |
| 6 | 147 | 1.2% |
| 8 | 104 | 0.8% |
| 10 | 85 | 0.7% |
| Other values (755) | 3384 |
| Value | Count | Frequency (%) |
| 0 | 6860 | |
| 1 | 610 | 4.9% |
| 2 | 364 | 3.0% |
| 3 | 256 | 2.1% |
| 4 | 195 | 1.6% |
| 5 | 171 | 1.4% |
| 6 | 147 | 1.2% |
| 7 | 151 | 1.2% |
| 8 | 104 | 0.8% |
| 9 | 84 | 0.7% |
| Value | Count | Frequency (%) |
| 1273 | 1 | |
| 1175 | 1 | |
| 1130 | 1 | |
| 1086 | 1 | |
| 1083 | 1 | |
| 1063 | 1 | |
| 1039 | 1 | |
| 1029 | 1 | |
| 1026 | 1 | |
| 1024 | 1 |
| Distinct | 729 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.30656283 |
| Minimum | 0 |
|---|---|
| Maximum | 941 |
| Zeros | 6441 |
| Zeros (%) | 52.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 19 |
| 95-th percentile | 462 |
| Maximum | 941 |
| Range | 941 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 152.299919 |
|---|---|
| Coefficient of variation (CV) | 2.444363998 |
| Kurtosis | 8.021706307 |
| Mean | 62.30656283 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.910958278 |
| Sum | 768053 |
| Variance | 23195.26533 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6441 | |
| 1 | 661 | 5.4% |
| 2 | 308 | 2.5% |
| 3 | 234 | 1.9% |
| 4 | 196 | 1.6% |
| 5 | 184 | 1.5% |
| 6 | 150 | 1.2% |
| 7 | 126 | 1.0% |
| 8 | 123 | 1.0% |
| 10 | 106 | 0.9% |
| Other values (719) | 3798 |
| Value | Count | Frequency (%) |
| 0 | 6441 | |
| 1 | 661 | 5.4% |
| 2 | 308 | 2.5% |
| 3 | 234 | 1.9% |
| 4 | 196 | 1.6% |
| 5 | 184 | 1.5% |
| 6 | 150 | 1.2% |
| 7 | 126 | 1.0% |
| 8 | 123 | 1.0% |
| 9 | 105 | 0.9% |
| Value | Count | Frequency (%) |
| 941 | 1 | |
| 921 | 1 | |
| 917 | 1 | |
| 909 | 1 | |
| 906 | 1 | |
| 901 | 1 | |
| 896 | 1 | |
| 892 | 1 | |
| 891 | 1 | |
| 868 | 2 |
| Distinct | 421 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 311 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.63286178 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 6550 |
| Zeros (%) | 53.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 46.2 |
| 95-th percentile | 59.2 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 46.2 |
Descriptive statistics
| Standard deviation | 26.10006727 |
|---|---|
| Coefficient of variation (CV) | 1.206500903 |
| Kurtosis | -0.2776320642 |
| Mean | 21.63286178 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7983950431 |
| Sum | 259962.1 |
| Variance | 681.2135114 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6550 | |
| 50 | 361 | 2.9% |
| 100 | 266 | 2.2% |
| 33.3 | 217 | 1.8% |
| 40 | 120 | 1.0% |
| 25 | 103 | 0.8% |
| 66.7 | 85 | 0.7% |
| 42.9 | 78 | 0.6% |
| 28.6 | 68 | 0.6% |
| 20 | 65 | 0.5% |
| Other values (411) | 4104 | |
| (Missing) | 311 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 6550 | |
| 6.7 | 1 | < 0.1% |
| 7.7 | 1 | < 0.1% |
| 8.3 | 2 | < 0.1% |
| 9.1 | 5 | < 0.1% |
| 9.7 | 1 | < 0.1% |
| 10 | 8 | 0.1% |
| 10.5 | 1 | < 0.1% |
| 11.1 | 8 | 0.1% |
| 11.8 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 266 | |
| 87.5 | 1 | < 0.1% |
| 85.7 | 3 | < 0.1% |
| 84.6 | 1 | < 0.1% |
| 83.3 | 4 | < 0.1% |
| 81.8 | 1 | < 0.1% |
| 80 | 11 | 0.1% |
| 77.8 | 1 | < 0.1% |
| 75 | 27 | 0.2% |
| 73.3 | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001135626217 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 12314 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.03368127952 |
|---|---|
| Coefficient of variation (CV) | 29.65877243 |
| Kurtosis | 875.9282715 |
| Mean | 0.001135626217 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.62745631 |
| Sum | 14 |
| Variance | 0.00113442859 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12314 | |
| 1 | 14 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 12314 | |
| 1 | 14 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 14 | 0.1% |
| 0 | 12314 |
| Distinct | 98 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.317083063 |
| Minimum | 0 |
|---|---|
| Maximum | 1604 |
| Zeros | 12211 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1604 |
| Range | 1604 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 53.89542281 |
|---|---|
| Coefficient of variation (CV) | 16.24783636 |
| Kurtosis | 435.3683345 |
| Mean | 3.317083063 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.04010988 |
| Sum | 40893 |
| Variance | 2904.7166 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12211 | |
| 1 | 4 | < 0.1% |
| 17 | 3 | < 0.1% |
| 28 | 3 | < 0.1% |
| 1264 | 2 | < 0.1% |
| 31 | 2 | < 0.1% |
| 32 | 2 | < 0.1% |
| 157 | 2 | < 0.1% |
| 1058 | 2 | < 0.1% |
| 53 | 2 | < 0.1% |
| Other values (88) | 95 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 12211 | |
| 1 | 4 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 17 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1604 | 1 | |
| 1473 | 1 | |
| 1395 | 1 | |
| 1340 | 1 | |
| 1313 | 1 | |
| 1264 | 2 | |
| 1225 | 1 | |
| 1194 | 1 | |
| 1104 | 1 | |
| 1090 | 1 |
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2011.438595 |
| Minimum | 2004 |
|---|---|
| Maximum | 2018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.4 KiB |
Quantile statistics
| Minimum | 2004 |
|---|---|
| 5-th percentile | 2004 |
| Q1 | 2008 |
| median | 2012 |
| Q3 | 2015 |
| 95-th percentile | 2018 |
| Maximum | 2018 |
| Range | 14 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.170861195 |
|---|---|
| Coefficient of variation (CV) | 0.002073571227 |
| Kurtosis | -1.089619402 |
| Mean | 2011.438595 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.1059065838 |
| Sum | 24797015 |
| Variance | 17.39608311 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2004 | 916 | 7.4% |
| 2016 | 898 | 7.3% |
| 2012 | 894 | 7.3% |
| 2011 | 891 | 7.2% |
| 2018 | 890 | 7.2% |
| 2017 | 888 | 7.2% |
| 2014 | 886 | 7.2% |
| 2009 | 885 | 7.2% |
| 2015 | 882 | 7.2% |
| 2010 | 879 | 7.1% |
| Other values (4) | 3419 |
| Value | Count | Frequency (%) |
| 2004 | 916 | |
| 2006 | 870 | |
| 2007 | 858 | |
| 2008 | 852 | |
| 2009 | 885 | |
| 2010 | 879 | |
| 2011 | 891 | |
| 2012 | 894 | |
| 2013 | 839 | |
| 2014 | 886 |
| Value | Count | Frequency (%) |
| 2018 | 890 | |
| 2017 | 888 | |
| 2016 | 898 | |
| 2015 | 882 | |
| 2014 | 886 | |
| 2013 | 839 | |
| 2012 | 894 | |
| 2011 | 891 | |
| 2010 | 879 | |
| 2009 | 885 |
Auto
The auto setting is an easily interpretable pairwise column metric of the following mapping: vartype-vartype : method, categorical-categorical : Cramer's V, numerical-categorical : Cramer's V (using a discretized numerical column), numerical-numerical : Spearman's ρ. This configuration uses the best suitable for each pair of columns.Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Rk | Player | Nick | Age | Pos | Tm | GP | G | A | PTS | plusminus | PIM | PS | EV | PP | SH | GW | EV.1 | PP.1 | SH.1 | S | S_percent | TOI | ATOI | BLK | HIT | FOW | FOL | FO_percent | HART | Votes | Season | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Connor McDavid | mcdavco01 | 20 | C | EDM | 82 | 30 | 70 | 100 | 27 | 26 | 12.8 | 26 | 3 | 1 | 6 | 45 | 24 | 1 | 251 | 12.0 | 1733 | 21.133333 | 29.0 | 34 | 348.0 | 458.0 | 43.2 | 1 | 1604 | 2017 |
| 1 | 2 | Sidney Crosby | crosbsi01 | 29 | C | PIT | 75 | 44 | 45 | 89 | 17 | 24 | 12.3 | 30 | 14 | 0 | 5 | 34 | 11 | 0 | 255 | 17.3 | 1491 | 19.883333 | 27.0 | 80 | 842.0 | 906.0 | 48.2 | 0 | 1104 | 2017 |
| 2 | 3 | Patrick Kane | kanepa01 | 28 | RW | CHI | 82 | 34 | 55 | 89 | 11 | 32 | 10.8 | 27 | 7 | 0 | 5 | 39 | 16 | 0 | 292 | 11.6 | 1754 | 21.400000 | 15.0 | 28 | 7.0 | 44.0 | 13.7 | 0 | 206 | 2017 |
| 3 | 4 | Nicklas Backstrom | backsni02 | 29 | C | WSH | 82 | 23 | 63 | 86 | 17 | 38 | 9.9 | 15 | 8 | 0 | 5 | 36 | 27 | 0 | 162 | 14.2 | 1497 | 18.266667 | 33.0 | 45 | 685.0 | 648.0 | 51.4 | 0 | 60 | 2017 |
| 4 | 5 | Nikita Kucherov | kucheni01 | 23 | RW | TBL | 74 | 40 | 45 | 85 | 13 | 38 | 12.0 | 23 | 17 | 0 | 7 | 30 | 15 | 0 | 246 | 16.3 | 1438 | 19.433333 | 20.0 | 30 | 0.0 | 0.0 | 0.0 | 0 | 119 | 2017 |
| 5 | 6 | Brad Marchand | marchbr03 | 28 | LW | BOS | 80 | 39 | 46 | 85 | 18 | 81 | 12.6 | 27 | 9 | 3 | 8 | 29 | 15 | 2 | 226 | 17.3 | 1555 | 19.433333 | 35.0 | 51 | 13.0 | 23.0 | 36.1 | 0 | 184 | 2017 |
| 6 | 7 | Mark Scheifele | scheima01 | 23 | C | WPG | 79 | 32 | 50 | 82 | 18 | 38 | 10.3 | 25 | 7 | 0 | 5 | 40 | 8 | 2 | 160 | 20.0 | 1624 | 20.566667 | 34.0 | 49 | 635.0 | 826.0 | 43.5 | 0 | 0 | 2017 |
| 7 | 8 | Leon Draisaitl | draisle01 | 21 | C | EDM | 82 | 29 | 48 | 77 | 7 | 20 | 9.6 | 19 | 10 | 0 | 5 | 31 | 17 | 0 | 172 | 16.9 | 1548 | 18.883333 | 36.0 | 41 | 476.0 | 496.0 | 49.0 | 0 | 0 | 2017 |
| 8 | 9 | Brent Burns | burnsbr01 | 31 | D | SJS | 82 | 29 | 47 | 76 | 19 | 40 | 15.3 | 21 | 8 | 0 | 6 | 29 | 17 | 1 | 320 | 9.1 | 2039 | 0.866667 | 142.0 | 69 | 0.0 | 0.0 | 0.0 | 0 | 273 | 2017 |
| 9 | 10 | Vladimir Tarasenko | tarasvl01 | 25 | RW | STL | 82 | 39 | 36 | 75 | -1 | 12 | 10.2 | 30 | 9 | 0 | 8 | 23 | 13 | 0 | 286 | 13.6 | 1515 | 18.466667 | 31.0 | 50 | 5.0 | 5.0 | 50.0 | 0 | 0 | 2017 |
Last rows
| Rk | Player | Nick | Age | Pos | Tm | GP | G | A | PTS | plusminus | PIM | PS | EV | PP | SH | GW | EV.1 | PP.1 | SH.1 | S | S_percent | TOI | ATOI | BLK | HIT | FOW | FOL | FO_percent | HART | Votes | Season | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12318 | 881 | Carson Soucy | soucyca01 | 23 | D | MIN | 3 | 0 | 0 | 0 | -2 | 2 | -0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0.0 | 45 | 14.9 | 3.0 | 4 | 0.0 | 0.0 | NaN | 0 | 0 | 2018 |
| 12319 | 882 | Mark Streit | streima01 | 40 | D | MTL | 2 | 0 | 0 | 0 | -2 | 0 | -0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0.0 | 28 | 14.2 | 0.0 | 2 | 0.0 | 0.0 | NaN | 0 | 0 | 2018 |
| 12320 | 883 | Matt Tennyson | tennyma01 | 27 | D | BUF | 15 | 0 | 0 | 0 | -8 | 8 | -0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 25 | 0.0 | 270 | 18.0 | 11.0 | 13 | 0.0 | 0.0 | NaN | 0 | 0 | 2018 |
| 12321 | 884 | Troy Terry | terrytr01 | 20 | C | ANA | 2 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0.0 | 20 | 10.2 | 2.0 | 0 | 0.0 | 0.0 | NaN | 0 | 0 | 2018 |
| 12322 | 885 | Eeli Tolvanen | tolvaee01 | 18 | RW | NSH | 3 | 0 | 0 | 0 | 0 | 0 | -0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0.0 | 36 | 12.1 | 1.0 | 2 | 0.0 | 0.0 | NaN | 0 | 0 | 2018 |
| 12323 | 886 | Zach Trotman | trotmza01 | 27 | D | PIT | 3 | 0 | 0 | 0 | -3 | 0 | -0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0.0 | 38 | 12.8 | 2.0 | 1 | 0.0 | 0.0 | NaN | 0 | 0 | 2018 |
| 12324 | 887 | Dominic Turgeon | turgedo01 | 21 | C | DET | 5 | 0 | 0 | 0 | -2 | 2 | -0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0.0 | 46 | 9.2 | 8.0 | 3 | 7.0 | 14.0 | 33.3 | 0 | 0 | 2018 |
| 12325 | 888 | Rinat Valiev | valieri01 | 22 | D | MTL | 2 | 0 | 0 | 0 | 0 | 2 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0.0 | 24 | 11.8 | 2.0 | 0 | 0.0 | 0.0 | NaN | 0 | 0 | 2018 |
| 12326 | 889 | Curtis Valk | valkcu01 | 24 | LW | FLA | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | 3 | 3.4 | 0.0 | 1 | 0.0 | 3.0 | 0.0 | 0 | 0 | 2018 |
| 12327 | 890 | Zach Whitecloud | whiteza01 | 21 | D | VEG | 1 | 0 | 0 | 0 | 3 | 0 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | 17 | 16.7 | 1.0 | 0 | 0.0 | 0.0 | NaN | 0 | 0 | 2018 |